Short-term memory allows an agent to hold a conversation; Long-Term Memory allows it to build a relationship. In this course, we break through the "session boundary" to create agents that remember users across days, weeks, and indefinite distinct interactions.

We will move beyond simple thread-scoped checkpointers to implement durable storage solutions using Vector Databases and Structured SQL stores. You will learn to architect systems where agents can recall user preferences, past decisions, and factual details from previous sessions, effectively giving your AI a "brain" that grows and evolves with the user over time.